| Number of Variables | 19 |
|---|---|
| Number of Rows | 1000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 640.2 KB |
| Average Row Size in Memory | 655.5 B |
| Variable Types |
|
| Tax 5% and gross income have similar distributions | Similar Distribution |
|---|---|
| Total and cogs have similar distributions | Similar Distribution |
| Invoice ID has a high cardinality: 1000 distinct values | High Cardinality |
| Time has a high cardinality: 506 distinct values | High Cardinality |
| Invoice ID has constant length 11 | Constant Length |
| Branch has constant length 1 | Constant Length |
| Customer type has constant length 6 | Constant Length |
| Time has constant length 5 | Constant Length |
| Month has constant length 1 | Constant Length |
| Invoice ID has all distinct values | Unique |
categorical
| Approximate Distinct Count | 1000 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 76000 |
| Mean | 11 |
|---|---|
| Standard Deviation | 0 |
| Median | 11 |
| Minimum | 11 |
| Maximum | 11 |
| 1st row | 750-67-8428 |
|---|---|
| 2nd row | 226-31-3081 |
| 3rd row | 631-41-3108 |
| 4th row | 123-19-1176 |
| 5th row | 373-73-7910 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 2000 |
| Decimal Number | 9000 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 66000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | A |
|---|---|
| 2nd row | C |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
| Count | 1000 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 1000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 72648 |
| Mean | 7.648 |
|---|---|
| Standard Deviation | 1.2513 |
| Median | 8 |
| Minimum | 6 |
| Maximum | 9 |
| 1st row | Yangon |
|---|---|
| 2nd row | Naypyitaw |
| 3rd row | Yangon |
| 4th row | Yangon |
| 5th row | Yangon |
| Count | 7648 |
|---|---|
| Lowercase Letter | 6648 |
| Space Separator | 0 |
| Uppercase Letter | 1000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 71000 |
| Mean | 6 |
|---|---|
| Standard Deviation | 0 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 6 |
| 1st row | Member |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Member |
| 5th row | Normal |
| Count | 6000 |
|---|---|
| Lowercase Letter | 5000 |
| Space Separator | 0 |
| Uppercase Letter | 1000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 70002 |
| Mean | 5.002 |
|---|---|
| Standard Deviation | 1.0005 |
| Median | 6 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
| Count | 5002 |
|---|---|
| Lowercase Letter | 4002 |
| Space Separator | 0 |
| Uppercase Letter | 1000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 83540 |
| Mean | 18.54 |
|---|---|
| Standard Deviation | 1.7109 |
| Median | 18 |
| Minimum | 17 |
| Maximum | 22 |
| 1st row | Health and beauty |
|---|---|
| 2nd row | Electronic accesso... |
| 3rd row | Home and lifestyle |
| 4th row | Health and beauty |
| 5th row | Sports and travel |
| Count | 16888 |
|---|---|
| Lowercase Letter | 15888 |
| Space Separator | 1652 |
| Uppercase Letter | 1000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 943 |
|---|---|
| Approximate Unique (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 55.6721 |
| Minimum | 10.08 |
| Maximum | 99.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10.08 |
|---|---|
| 5-th Percentile | 15.279 |
| Q1 | 32.875 |
| Median | 55.23 |
| Q3 | 77.935 |
| 95-th Percentile | 97.222 |
| Maximum | 99.96 |
| Range | 89.88 |
| IQR | 45.06 |
| Mean | 55.6721 |
|---|---|
| Standard Deviation | 26.4946 |
| Variance | 701.9653 |
| Sum | 55672.13 |
| Skewness | 0.007067 |
| Kurtosis | -1.2185 |
| Coefficient of Variation | 0.4759 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 5.51 |
| Minimum | 1 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 8 |
| 95-th Percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| IQR | 5 |
| Mean | 5.51 |
|---|---|
| Standard Deviation | 2.9234 |
| Variance | 8.5464 |
| Sum | 5510 |
| Skewness | 0.01292 |
| Kurtosis | -1.2155 |
| Coefficient of Variation | 0.5306 |
numerical
| Approximate Distinct Count | 879 |
|---|---|
| Approximate Unique (%) | 87.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 15.3795 |
| Minimum | 0.51 |
| Maximum | 49.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.51 |
|---|---|
| 5-th Percentile | 1.9595 |
| Q1 | 5.9275 |
| Median | 12.09 |
| Q3 | 22.445 |
| 95-th Percentile | 39.171 |
| Maximum | 49.65 |
| Range | 49.14 |
| IQR | 16.5175 |
| Mean | 15.3795 |
|---|---|
| Standard Deviation | 11.7088 |
| Variance | 137.097 |
| Sum | 15379.51 |
| Skewness | 0.8912 |
| Kurtosis | -0.08751 |
| Coefficient of Variation | 0.7613 |
numerical
| Approximate Distinct Count | 990 |
|---|---|
| Approximate Unique (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 322.9668 |
| Minimum | 10.68 |
| Maximum | 1042.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10.68 |
|---|---|
| 5-th Percentile | 41.074 |
| Q1 | 124.425 |
| Median | 253.85 |
| Q3 | 471.35 |
| 95-th Percentile | 822.501 |
| Maximum | 1042.65 |
| Range | 1031.97 |
| IQR | 346.925 |
| Mean | 322.9668 |
|---|---|
| Standard Deviation | 245.8854 |
| Variance | 60459.6287 |
| Sum | 322966.82 |
| Skewness | 0.8912 |
| Kurtosis | -0.08747 |
| Coefficient of Variation | 0.7613 |
datetime
| Distinct Count | 88.0591 |
|---|---|
| Approximate Unique (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 8128 |
| Minimum | 2019-01-01 00:00:00 |
| Maximum | 2019-03-30 00:00:00 |
categorical
| Approximate Distinct Count | 506 |
|---|---|
| Approximate Unique (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 70000 |
| Mean | 5 |
|---|---|
| Standard Deviation | 0 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 5 |
| 1st row | 13:08 |
|---|---|
| 2nd row | 10:29 |
| 3rd row | 13:23 |
| 4th row | 20:33 |
| 5th row | 10:37 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4000 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 72212 |
| Mean | 7.212 |
|---|---|
| Standard Deviation | 2.8346 |
| Median | 7 |
| Minimum | 4 |
| Maximum | 11 |
| 1st row | Ewallet |
|---|---|
| 2nd row | Cash |
| 3rd row | Credit card |
| 4th row | Ewallet |
| 5th row | Ewallet |
| Count | 6901 |
|---|---|
| Lowercase Letter | 5901 |
| Space Separator | 311 |
| Uppercase Letter | 1000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 990 |
|---|---|
| Approximate Unique (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 307.5874 |
| Minimum | 10.17 |
| Maximum | 993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10.17 |
|---|---|
| 5-th Percentile | 39.1145 |
| Q1 | 118.4975 |
| Median | 241.76 |
| Q3 | 448.905 |
| 95-th Percentile | 783.33 |
| Maximum | 993 |
| Range | 982.83 |
| IQR | 330.4075 |
| Mean | 307.5874 |
|---|---|
| Standard Deviation | 234.1765 |
| Variance | 54838.6377 |
| Sum | 307587.38 |
| Skewness | 0.8912 |
| Kurtosis | -0.08747 |
| Coefficient of Variation | 0.7613 |
numerical
| Approximate Distinct Count | 879 |
|---|---|
| Approximate Unique (%) | 87.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 15.3795 |
| Minimum | 0.51 |
| Maximum | 49.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.51 |
|---|---|
| 5-th Percentile | 1.9595 |
| Q1 | 5.9275 |
| Median | 12.09 |
| Q3 | 22.445 |
| 95-th Percentile | 39.171 |
| Maximum | 49.65 |
| Range | 49.14 |
| IQR | 16.5175 |
| Mean | 15.3795 |
|---|---|
| Standard Deviation | 11.7088 |
| Variance | 137.097 |
| Sum | 15379.51 |
| Skewness | 0.8912 |
| Kurtosis | -0.08751 |
| Coefficient of Variation | 0.7613 |
numerical
| Approximate Distinct Count | 61 |
|---|---|
| Approximate Unique (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 6.9727 |
| Minimum | 4 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4 |
|---|---|
| 5-th Percentile | 4.295 |
| Q1 | 5.5 |
| Median | 7 |
| Q3 | 8.5 |
| 95-th Percentile | 9.7 |
| Maximum | 10 |
| Range | 6 |
| IQR | 3 |
| Mean | 6.9727 |
|---|---|
| Standard Deviation | 1.7186 |
| Variance | 2.9535 |
| Sum | 6972.7 |
| Skewness | 0.008996 |
| Kurtosis | -1.1518 |
| Coefficient of Variation | 0.2465 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 66000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1000 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 14.91 |
| Minimum | 10 |
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10 |
|---|---|
| 5-th Percentile | 10 |
| Q1 | 12 |
| Median | 15 |
| Q3 | 18 |
| 95-th Percentile | 20 |
| Maximum | 20 |
| Range | 10 |
| IQR | 6 |
| Mean | 14.91 |
|---|---|
| Standard Deviation | 3.1869 |
| Variance | 10.1561 |
| Sum | 14910 |
| Skewness | 0.02575 |
| Kurtosis | -1.2562 |
| Coefficient of Variation | 0.2137 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16000 |
| Mean | 6.27 |
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 10 |
| 95-th Percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| IQR | 7 |
| Mean | 6.27 |
|---|---|
| Standard Deviation | 3.5533 |
| Variance | 12.6257 |
| Sum | 6270 |
| Skewness | 0.1291 |
| Kurtosis | -1.2263 |
| Coefficient of Variation | 0.5667 |